Research output: Working paper/Preprint › Working paper › Research
Research output: Working paper/Preprint › Working paper › Research
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TY - UNPB
T1 - The Incubator Case Study for Digital Twin Engineering
AU - Feng, Hao
AU - Gomes, Cláudio
AU - Thule, Casper
AU - Lausdahl, Kenneth
AU - Sandberg, Michael
AU - Larsen, Peter Gorm
N1 - 18 pages, 13 figures
PY - 2021/2
Y1 - 2021/2
N2 - To demystify the Digital Twin concept, we built a simple yet representative thermal incubator system. The incubator is an insulated box fitted with a heatbed, and complete with a software system for communication, a controller, and simulation models. We developed two simulation models to predict the temperature inside the incubator, one with two free parameters and one with four free parameters. Our experiments showed that the latter model was better at predicting the thermal inertia of the heatbed itself, which makes it more appropriate for further development of the digital twin. The hardware and software used in this case study are available open source, providing an accessible platform for those who want to develop and verify their own techniques for digital twins.
AB - To demystify the Digital Twin concept, we built a simple yet representative thermal incubator system. The incubator is an insulated box fitted with a heatbed, and complete with a software system for communication, a controller, and simulation models. We developed two simulation models to predict the temperature inside the incubator, one with two free parameters and one with four free parameters. Our experiments showed that the latter model was better at predicting the thermal inertia of the heatbed itself, which makes it more appropriate for further development of the digital twin. The hardware and software used in this case study are available open source, providing an accessible platform for those who want to develop and verify their own techniques for digital twins.
KW - eess.SY
KW - cs.SY
M3 - Working paper
BT - The Incubator Case Study for Digital Twin Engineering
PB - ArXiv
ER -